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Jie Ren

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Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention

Mar 17, 2024
Jie Ren, Yaxin Li, Shenglai Zen, Han Xu, Lingjuan Lyu, Yue Xing, Jiliang Tang

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The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)

Feb 23, 2024
Shenglai Zeng, Jiankun Zhang, Pengfei He, Yue Xing, Yiding Liu, Han Xu, Jie Ren, Shuaiqiang Wang, Dawei Yin, Yi Chang, Jiliang Tang

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Identifying Semantic Induction Heads to Understand In-Context Learning

Feb 20, 2024
Jie Ren, Qipeng Guo, Hang Yan, Dongrui Liu, Xipeng Qiu, Dahua Lin

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A novel spatial-frequency domain network for zero-shot incremental learning

Feb 11, 2024
Jie Ren, Yang Zhao, Weichuan Zhang, Changming Sun

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Copyright Protection in Generative AI: A Technical Perspective

Feb 04, 2024
Jie Ren, Han Xu, Pengfei He, Yingqian Cui, Shenglai Zeng, Jiankun Zhang, Hongzhi Wen, Jiayuan Ding, Hui Liu, Yi Chang, Jiliang Tang

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Superiority of Multi-Head Attention in In-Context Linear Regression

Jan 30, 2024
Yingqian Cui, Jie Ren, Pengfei He, Jiliang Tang, Yue Xing

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Self-Evaluation Improves Selective Generation in Large Language Models

Dec 14, 2023
Jie Ren, Yao Zhao, Tu Vu, Peter J. Liu, Balaji Lakshminarayanan

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Universal Self-Consistency for Large Language Model Generation

Nov 29, 2023
Xinyun Chen, Renat Aksitov, Uri Alon, Jie Ren, Kefan Xiao, Pengcheng Yin, Sushant Prakash, Charles Sutton, Xuezhi Wang, Denny Zhou

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Towards End-to-end 4-Bit Inference on Generative Large Language Models

Oct 13, 2023
Saleh Ashkboos, Ilia Markov, Elias Frantar, Tingxuan Zhong, Xincheng Wang, Jie Ren, Torsten Hoefler, Dan Alistarh

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Exploring Memorization in Fine-tuned Language Models

Oct 10, 2023
Shenglai Zeng, Yaxin Li, Jie Ren, Yiding Liu, Han Xu, Pengfei He, Yue Xing, Shuaiqiang Wang, Jiliang Tang, Dawei Yin

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